2 papers
quant-ph2026
A Comprehensive Analysis of Accuracy and Robustness in Quantum Neural Networks
Ban Q. Tran, Duong M. Chu, Hai T. D. Pham +3
Quantum Machine Learning (QML) has recently emerged as a highly promising research frontier. Within this domain, Quantum Neural Networks (QNNs),characterized by Variational Quantum…
quant-ph2026
Quantum Patches: Enhancing Robustness of Quantum Machine Learning Models
Ban Q. Tran, Chuong K. Luong, Viet Q. Nguyen +2
Machine learning models and their applications, such as autonomous driving systems, are becoming increasingly common and are essential components of human daily life. However, due…